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Seovyn

seovyn_results

Read-only

What the articles have earned: clicks, impressions and positions from Google Search Console, the best and rising articles, and how the site is doing since Seovyn started.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
orgNoWhich organization: its accountId, website or name (seovyn_whoami lists them). Omitted: the user's current one.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.2/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint=true and destructiveHint=false, so the safety profile is covered by structured data. The description adds genuinely useful context the annotations lack: the data source is Google Search Console and the reporting window is 'since Seovyn started'. It does not describe return shape, pagination, or whether GSC must be connected, so it goes beyond annotations but only modestly.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

One sentence with no filler, and the headline metric set (clicks, impressions, positions) is front-loaded before the secondary items. Slightly list-heavy, but nothing is redundant.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a read-only reporting tool with no output schema, the description does enumerate the returned content categories (GSC metrics, best/rising articles, site trajectory), which is what an agent needs to decide relevance. It stops short of describing the response structure or time granularity, but the core is covered.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100% for the single 'org' parameter, and the schema itself explains the accountId/website/name forms and the omitted-default behavior. The description adds no parameter detail at all, so the baseline of 3 is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description names a concrete resource and content set: Google Search Console clicks, impressions and positions, plus best/rising articles and site-level performance. That is specific enough to distinguish it from siblings like seovyn_status or seovyn_competitor_pages, though it is phrased as a noun clause ('What the articles have earned') rather than an explicit verb, and it never names an alternative tool.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

There is no when-to-use guidance, no prerequisites, and no mention of when another sibling (e.g. seovyn_status, seovyn_competitor_pages) would be the better choice. Usage is only inferable from the content list ('performance reporting'), which is weak guidance for a 23-tool namespace.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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